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Performance and Capacity Implications for Big Data

Author : Dave Jewell

Publisher : IBM Redbooks

Page : 48 pages

File Size : 48,47 MB

Release : 2014-02-07

Category : Computers

ISBN : 0738453587

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Book Description

Big data solutions enable us to change how we do business by exploiting previously unused sources of information in ways that were not possible just a few years ago. In IBM® Smarter Planet® terms, big data helps us to change the way that the world works. The purpose of this IBM RedpaperTM publication is to consider the performance and capacity implications of big data solutions, which must be taken into account for them to be viable. This paper describes the benefits that big data approaches can provide. We then cover performance and capacity considerations for creating big data solutions. We conclude with what this means for big data solutions, both now and in the future. Intended readers for this paper include decision-makers, consultants, and IT architects.



Big Data

Author :

Publisher :

Page : 156 pages

File Size : 49,44 MB

Release : 2011

Category : Competition, International

ISBN :

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Supercomputing Frontiers

Author : Rio Yokota

Publisher : Springer

Page : 301 pages

File Size : 34,42 MB

Release : 2018-03-20

Category : Computers

ISBN : 3319699539

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Book Description

It constitutes the refereed proceedings of the 4th Asian Supercomputing Conference, SCFA 2018, held in Singapore in March 2018. Supercomputing Frontiers will be rebranded as Supercomputing Frontiers Asia (SCFA), which serves as the technical programme for SCA18. The technical programme for SCA18 consists of four tracks: Application, Algorithms & Libraries Programming System Software Architecture, Network/Communications & Management Data, Storage & Visualisation The 20 papers presented in this volume were carefully reviewed nd selected from 60 submissions.



Big Data and Analytics

Author : Vincenzo Morabito

Publisher : Springer

Page : 202 pages

File Size : 20,1 MB

Release : 2015-01-31

Category : Business & Economics

ISBN : 3319106651

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Book Description

This book presents and discusses the main strategic and organizational challenges posed by Big Data and analytics in a manner relevant to both practitioners and scholars. The first part of the book analyzes strategic issues relating to the growing relevance of Big Data and analytics for competitive advantage, which is also attributable to empowerment of activities such as consumer profiling, market segmentation, and development of new products or services. Detailed consideration is also given to the strategic impact of Big Data and analytics on innovation in domains such as government and education and to Big Data-driven business models. The second part of the book addresses the impact of Big Data and analytics on management and organizations, focusing on challenges for governance, evaluation, and change management, while the concluding part reviews real examples of Big Data and analytics innovation at the global level. The text is supported by informative illustrations and case studies, so that practitioners can use the book as a toolbox to improve understanding and exploit business opportunities related to Big Data and analytics.



Big Data Analytics in Supply Chain Management

Author : Iman Rahimi

Publisher : CRC Press

Page : 211 pages

File Size : 38,72 MB

Release : 2020-12-20

Category : Computers

ISBN : 1000326918

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Book Description

In a world of soaring digitization, social media, financial transactions, and production and logistics processes constantly produce massive data. Employing analytical tools to extract insights and foresights from data improves the quality, speed, and reliability of solutions to highly intertwined issues faced in supply chain operations. From procurement in Industry 4.0 to sustainable consumption behavior to curriculum development for data scientists, this book offers a wide array of techniques and theories of Big Data Analytics applied to Supply Chain Management. It offers a comprehensive overview and forms a new synthesis by bringing together seemingly divergent fields of research. Intended for Engineering and Business students, scholars, and professionals, this book is a collection of state-of-the-art research and best practices to spur discussion about and extend the cumulant knowledge of emerging supply chain problems.



Proceedings of the International Symposium for Production Research 2018

Author : Numan M. Durakbasa

Publisher : Springer

Page : 958 pages

File Size : 42,70 MB

Release : 2018-08-14

Category : Technology & Engineering

ISBN : 331992267X

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Book Description

The conference aims at forming a unique platform to bring together academicians and practitioners from industrial engineering and management engineering as well as from other disciplines working on production function applying the tools of operational research and production/operational management. Topics treated include: computer aided manufacturing, industry 4.0, big data and analytics, flexible manufacturing systems, fuzzy logic, industrial applications, information technologies in production management, optimization, production economy, production planning and control, productivity and performance management, project management, quality management, risk analysis and management, supply chain management.



Big Data

Author : Cornelia Hammer

Publisher : International Monetary Fund

Page : 41 pages

File Size : 22,73 MB

Release : 2017-09-13

Category : Business & Economics

ISBN : 1484318978

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Book Description

Big data are part of a paradigm shift that is significantly transforming statistical agencies, processes, and data analysis. While administrative and satellite data are already well established, the statistical community is now experimenting with structured and unstructured human-sourced, process-mediated, and machine-generated big data. The proposed SDN sets out a typology of big data for statistics and highlights that opportunities to exploit big data for official statistics will vary across countries and statistical domains. To illustrate the former, examples from a diverse set of countries are presented. To provide a balanced assessment on big data, the proposed SDN also discusses the key challenges that come with proprietary data from the private sector with regard to accessibility, representativeness, and sustainability. It concludes by discussing the implications for the statistical community going forward.



Big Data

Author : Viktor Mayer-Schönberger

Publisher : Houghton Mifflin Harcourt

Page : 257 pages

File Size : 20,49 MB

Release : 2013

Category : Business & Economics

ISBN : 0544002695

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Book Description

A exploration of the latest trend in technology and the impact it will have on the economy, science, and society at large.



The Big Data Agenda

Author : Annika Richterich

Publisher : University of Westminster Press

Page : 156 pages

File Size : 39,15 MB

Release : 2018-04-13

Category : Social Science

ISBN : 1911534734

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Book Description

This book highlights that the capacity for gathering, analysing, and utilising vast amounts of digital (user) data raises significant ethical issues. Annika Richterich provides a systematic contemporary overview of the field of critical data studies that reflects on practices of digital data collection and analysis. The book assesses in detail one big data research area: biomedical studies, focused on epidemiological surveillance. Specific case studies explore how big data have been used in academic work. The Big Data Agenda concludes that the use of big data in research urgently needs to be considered from the vantage point of ethics and social justice. Drawing upon discourse ethics and critical data studies, Richterich argues that entanglements between big data research and technology/ internet corporations have emerged. In consequence, more opportunities for discussing and negotiating emerging research practices and their implications for societal values are needed.



Big Data: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources

Publisher : IGI Global

Page : 2523 pages

File Size : 35,52 MB

Release : 2016-04-20

Category : Computers

ISBN : 1466698411

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Book Description

The digital age has presented an exponential growth in the amount of data available to individuals looking to draw conclusions based on given or collected information across industries. Challenges associated with the analysis, security, sharing, storage, and visualization of large and complex data sets continue to plague data scientists and analysts alike as traditional data processing applications struggle to adequately manage big data. Big Data: Concepts, Methodologies, Tools, and Applications is a multi-volume compendium of research-based perspectives and solutions within the realm of large-scale and complex data sets. Taking a multidisciplinary approach, this publication presents exhaustive coverage of crucial topics in the field of big data including diverse applications, storage solutions, analysis techniques, and methods for searching and transferring large data sets, in addition to security issues. Emphasizing essential research in the field of data science, this publication is an ideal reference source for data analysts, IT professionals, researchers, and academics.